PyPI Stats
datachain-ai

datachain

Data Memory: the operational data context layer for AI agents - typed, versioned datasets over images, video, docs and tables
PyPI GitHub
Downloads
Day
3.0K
Week
12.9K
Month
46.4K
Stars
2.7K
Forks
140
Issues
62
Version
0.54.4

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
69
Adoption
76
Community
45
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
46,364
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
46,364
Stars
2,741
Stars per 1k downloads
59.12
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
1,840
Month daily avg
1,545
Momentum
+19.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache-2.0
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
1 days ago
Total releases
271
Releases/year
87.1
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
31
Monthly downloads
46,364
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
55
 
Issue Burden
22.6
per 1k stars
Discussions
0.7
per 1k stars
Fork Ratio
22.1%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 1.2K
macOS 1

Python Versions

3.13
72.7% 877
3.9
14.8% 179
3.12
9.2% 111
3.11
3.2% 38
3.14
0.1% 1

Top Countries

1. IE IE
655
2. US US
358
3. SG SG
180
4. KR KR
29
5. CA CA
23
6. AM AM
15
7. SE SE
15
8. AU AU
2

Dependencies

36
57 optional dependencies

Used By

2

Package Information

License
Apache-2.0
First Release
March 26, 2023
Last Release
Yesterday
Last Commit
6 days ago
Latest Version
0.54.4
Total Releases
271
Contributors
31
Open PRs
8
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
py3
Topics
claude-code codex data-processing harness-engineering mlops unstructured-data data-context-layer ai-agents data-memory knowledge-base multimodal pydantic
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links